
The L&A Hub
Frank Chechel - The Robots Took All the Easy Cases
Frank Chechel — VP and Head of Individual Life Underwriting at Gen Re, and an actuary who "fell into" underwriting a decade ago when a boss asked him to build an underwriting R&D team — makes the case that after a hundred years, underwriting is only just scratching the surface. He and Paul trace how COVID flipped accelerated underwriting from a nice-to-have experiment into an overnight mandate, why wellness programs went quiet during the pandemic and are now roaring back, and how to think about AI in three distinct layers: predictive models, generative summarization, and the still-early agentic frontier. Frank is refreshingly blunt about the limits — a document summary that's 95% accurate is "a good way to get fired," and the same alcohol-related case put in front of five underwriters can produce five different answers. His through-line: the robots are taking the easy declines and clean preferred risks, which makes the human underwriter's job harder, not obsolete. The future underwriter lives in the gray zone and is fluent in data. Along the way — standing-room-only GLP-1 webinars, why bad data management hamstrings even the best data scientists, and Gen Re's own Claude pilot building a unified underwriting knowledge base.

